Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-27 0.174944 0.192678 0.212122 0.235147 0.261829 0.291971 0.328880
2025-05-04 0.150900 0.176232 0.206458 0.245757 0.296381 0.360681 0.450716
2025-05-11 0.134109 0.163228 0.200156 0.251676 0.323858 0.425027 0.584904
2025-05-18 0.119866 0.150325 0.190726 0.250203 0.339273 0.474771 0.713076
2025-05-25 0.106052 0.135817 0.176571 0.238958 0.337165 0.496396 0.802111
2025-06-01 0.096699 0.126147 0.167626 0.233418 0.341912 0.528953 0.921273
2025-06-08 0.090107 0.119565 0.162166 0.232048 0.352604 0.573612 1.082304
2025-06-15 0.085431 0.115219 0.159405 0.234316 0.369534 0.633729 1.306677
2025-06-22 0.078454 0.106853 0.149634 0.223656 0.361127 0.641006 1.404393
2025-06-29 0.072961 0.100308 0.142118 0.215901 0.356822 0.655839 1.531700
2025-07-06 0.068576 0.095142 0.136351 0.210503 0.356159 0.678578 1.697353
2025-07-13 0.067078 0.094325 0.137507 0.217523 0.381602 0.769836 2.161043
2025-07-20 0.065944 0.094088 0.139749 0.227149 0.415319 0.896859 2.920302
2025-07-27 0.064499 0.093258 0.140934 0.235009 0.447256 1.034658 3.970255
2025-08-03 0.062695 0.091699 0.140694 0.240009 0.473772 1.170199 5.331272
2025-08-10 0.060091 0.088622 0.137480 0.238496 0.483920 1.257980 6.633297
2025-08-17 0.056443 0.083572 0.130335 0.227943 0.468790 1.250336 7.127325
2025-08-24 0.053808 0.080120 0.125893 0.222749 0.467128 1.293944 8.324994
2025-08-31 0.051891 0.077795 0.123377 0.221464 0.475965 1.384410 10.541123
2025-09-07 0.050543 0.076381 0.122454 0.223587 0.494936 1.529792 14.690951
2025-09-14 0.047818 0.072418 0.116441 0.213598 0.476689 1.498871 15.447997
2025-09-21 0.045583 0.069234 0.111765 0.206324 0.465623 1.499321 17.117822
2025-09-28 0.043742 0.066677 0.108167 0.201256 0.460572 1.528567 20.032242